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    "Highmaps Demos\n",
    "===============\n",
    "GeoJSON with rivers and cities: http://www.highcharts.com/maps/demo/geojson-multiple-types\n",
    "--------------------------------------------------------------------------------------------"
   ]
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1541791.9328081887, &quot;properties&quot;: {&quot;name&quot;: &quot;Wollongong&quot;}, &quot;dataLabels&quot;: {&quot;y&quot;: 5}}, {&quot;y&quot;: 4328892.20386857, &quot;x&quot;: 995023.6280234504, &quot;name&quot;: &quot;Cranbourne&quot;, &quot;properties&quot;: {&quot;name&quot;: &quot;Cranbourne&quot;}}, {&quot;name&quot;: &quot;Canberra&quot;, &quot;y&quot;: 4053542.414883293, &quot;x&quot;: 1370340.4074515568, &quot;properties&quot;: {&quot;name&quot;: &quot;Canberra&quot;}, &quot;dataLabels&quot;: {&quot;y&quot;: -5, &quot;align&quot;: &quot;right&quot;}}, {&quot;y&quot;: 3819005.8146027396, &quot;x&quot;: 1650141.8610570466, &quot;name&quot;: &quot;Newcastle&quot;, &quot;properties&quot;: {&quot;name&quot;: &quot;Newcastle&quot;}}, {&quot;y&quot;: 3939884.7706009895, &quot;x&quot;: 418809.4546043205, &quot;name&quot;: &quot;Adelaide&quot;, &quot;properties&quot;: {&quot;name&quot;: &quot;Adelaide&quot;}}, {&quot;name&quot;: &quot;Brisbane&quot;, &quot;y&quot;: 3250826.851902716, &quot;x&quot;: 1851377.1105170932, &quot;properties&quot;: {&quot;name&quot;: &quot;Brisbane&quot;}, &quot;dataLabels&quot;: {&quot;y&quot;: -5}}, {&quot;y&quot;: 3726471.5749786883, &quot;x&quot;: -1696191.6250339136, &quot;name&quot;: &quot;Perth&quot;, &quot;properties&quot;: {&quot;name&quot;: &quot;Perth&quot;}}, {&quot;name&quot;: &quot;Melbourne&quot;, &quot;y&quot;: 4295147.250004479, &quot;x&quot;: 970472.326956177, &quot;properties&quot;: {&quot;name&quot;: &quot;Melbourne&quot;}, &quot;dataLabels&quot;: {&quot;align&quot;: &quot;right&quot;}}, {&quot;y&quot;: 3927987.6623997446, &quot;x&quot;: 1575878.264095575, &quot;name&quot;: &quot;Sydney&quot;, &quot;properties&quot;: {&quot;name&quot;: &quot;Sydney&quot;}}]}]\n",
       "    \t    option.series = data;\n",
       "\n",
       " \n",
       "\n",
       "            var chart = new Highcharts.Map(option);\n",
       "\n",
       "\n",
       "\n",
       "\n",
       " \n",
       " \n",
       "\n",
       "\n",
       "        \n",
       "\t});\n",
       "        &lt;/script&gt;\n",
       "\n",
       "    &lt;/body&gt;\n",
       "&lt;/html&gt;\" height=520 width=820></iframe>"
      ],
      "text/plain": [
       "<highcharts.highmaps.highmaps.Highmap at 0x7ff714366990>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from highcharts import Highmap\n",
    "from highcharts.highmaps.highmap_helper import jsonp_loader, js_map_loader, geojson_handler\n",
    "\n",
    "H = Highmap()\n",
    "options = {\n",
    "        'title' : {\n",
    "                'text' : 'Highmaps from geojson with multiple geometry types'\n",
    "            },\n",
    "\n",
    "        'mapNavigation': {\n",
    "            'enabled': True,\n",
    "            'buttonOptions': {\n",
    "                'verticalAlign': 'bottom'\n",
    "            }\n",
    "            },\n",
    "    } \n",
    "\n",
    "H.set_dict_options(options)\n",
    "\n",
    "map_url = 'http://www.highcharts.com/samples/data/jsonp.php?filename=australia.geo.json&callback=?'\n",
    "\n",
    "geojson = jsonp_loader(map_url)\n",
    "states = geojson_handler(geojson, 'map')\n",
    "rivers = geojson_handler(geojson, 'mapline')\n",
    "cities = geojson_handler(geojson, 'mappoint')\n",
    "specialCityLabels = {\n",
    "    'Melbourne': {\n",
    "        'align': 'right'\n",
    "    },\n",
    "    'Canberra': {\n",
    "        'align': 'right',\n",
    "        'y': -5\n",
    "    },\n",
    "    'Wollongong': {\n",
    "        'y': 5\n",
    "    },\n",
    "    'Brisbane': {\n",
    "        'y': -5\n",
    "    }\n",
    "}\n",
    "\n",
    "\"\"\"\n",
    "Use map function in python to handle the dataset operation\n",
    "\"\"\"\n",
    "\n",
    "def states_label(x):\n",
    "\n",
    "    if x['properties']['code_hasc'] == 'AU.CT' or x['properties']['code_hasc'] == 'AU.JB':\n",
    "        x.update({'dataLabels':{'enabled': False}\n",
    "                })\n",
    "    elif x['properties']['code_hasc'] == 'AU.SA':\n",
    "        x.update({'middleY':0.3})\n",
    "    elif x['properties']['code_hasc'] == 'AU.QL':\n",
    "        x.update({'middleY':0.7})\n",
    "\n",
    "def cities_label(x):\n",
    "    global specialCityLabels\n",
    "    if x['name'] in specialCityLabels.keys():\n",
    "        x.update({'dataLabels': specialCityLabels[x['name']]});\n",
    "\n",
    "map(states_label, states)\n",
    "map(cities_label, cities)\n",
    "\n",
    "H.add_data_set(states, 'map', 'States and territories', color = 'Highcharts.getOptions().colors[2]',\n",
    "                states = {\n",
    "                    'hover': {\n",
    "                        'color': 'Highcharts.getOptions().colors[4]'\n",
    "                    }\n",
    "                },\n",
    "                dataLabels = {\n",
    "                    'enabled': True,\n",
    "                    'format': '{point.name}',\n",
    "                    'style': {\n",
    "                        'width': '80px' \n",
    "                    }\n",
    "                },\n",
    "                tooltip = {\n",
    "                    'pointFormat': '{point.name}'\n",
    "                })\n",
    "H.add_data_set(rivers, 'mapline', 'Rivers', color = 'Highcharts.getOptions().colors[0]',\n",
    "                tooltip = {\n",
    "                    'pointFormat': '{point.properties.NAME}'\n",
    "                })\n",
    "H.add_data_set(cities, 'mappoint', 'Cities', color = 'black',\n",
    "                marker = {\n",
    "                    'radius': 2\n",
    "                },\n",
    "                dataLabels = {\n",
    "                    'align': 'left',\n",
    "                    'verticalAlign': 'middle'\n",
    "                },\n",
    "                animation = False,\n",
    "                tooltip = {\n",
    "                    'pointFormat': '{point.name}'\n",
    "                })\n",
    "\n",
    "H"
   ]
  }
 ],
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